NLPExplorer

Ningyu Zhang

Number of Papers:- 47

Number of Citations:- 0

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

NAACL

L

P

COLING

s

EMNLP

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Findings

SemEval

E

C

M

g

A

d

WS

ACL

i

IJCNLP

AACL

NLRSE

N

F

n

Co-Authors:-

Similar Authors:-

Hans Salomonsson

Detoxifying Large Language Models via Knowledge Editing ACL

Mengru Wang | Ningyu Zhang | Ziwen Xu | Zekun Xi | Shumin Deng | Yunzhi Yao | Qishen Zhang | Linyi Yang | Jindong Wang | Huajun Chen |

OceanGPT: A Large Language Model for Ocean Science Tasks ACL

Zhen Bi | Ningyu Zhang | Yida Xue | Yixin Ou | Daxiong Ji | Guozhou Zheng | Huajun Chen |

Making Language Models Better Tool Learners with Execution Feedback NAACL

Shuofei Qiao | Honghao Gui | Chengfei Lv | Qianghuai Jia | Huajun Chen | Ningyu Zhang |

Unified Hallucination Detection for Multimodal Large Language Models ACL

Xiang Chen | Chenxi Wang | Yida Xue | Ningyu Zhang | Xiaoyan Yang | Qiang Li | Yue Shen | Lei Liang | Jinjie Gu | Huajun Chen |

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models ACL

Yixin Ou | Ningyu Zhang | Honghao Gui | Ziwen Xu | Shuofei Qiao | Runnan Fang | Lei Li | Zhen Bi | Guozhou Zheng | Huajun Chen |

EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models ACL

Peng Wang | Ningyu Zhang | Bozhong Tian | Zekun Xi | Yunzhi Yao | Ziwen Xu | Mengru Wang | Shengyu Mao | Xiaohan Wang | Siyuan Cheng | Kangwei Liu | Yuansheng Ni | Guozhou Zheng | Huajun Chen |

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning ACL

Shuofei Qiao | Ningyu Zhang | Runnan Fang | Yujie Luo | Wangchunshu Zhou | Yuchen Jiang | Chengfei Lv | Huajun Chen |

IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus ACL

Honghao Gui | Lin Yuan | Hongbin Ye | Ningyu Zhang | Mengshu Sun | Lei Liang | Huajun Chen |

Towards A Unified View of Answer Calibration for Multi-Step Reasoning NLRSE WS

Shumin Deng | Ningyu Zhang | Nay Oo | Bryan Hooi |

Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View ACL

Jintian Zhang | Xin Xu | Ningyu Zhang | Ruibo Liu | Bryan Hooi | Shumin Deng |

To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models F i n d i n g s - E M N L P

Bozhong Tian | Xiaozhuan Liang | Siyuan Cheng | Qingbin Liu | Mengru Wang | Dianbo Sui | Xi Chen | Huajun Chen | Ningyu Zhang |

RaFe: Ranking Feedback Improves Query Rewriting for RAG F i n d i n g s - E M N L P

Shengyu Mao | Yong Jiang | Boli Chen | Xiao Li | Peng Wang | Xinyu Wang | Pengjun Xie | Fei Huang | Huajun Chen | Ningyu Zhang |

HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation F i n d i n g s - E M N L P

Chuancheng Lv | Lei Li | Shitou Zhang | Gang Chen | Fanchao Qi | Ningyu Zhang | Hai-Tao Zheng |

OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs F i n d i n g s - E M N L P

Jintian Zhang | Cheng Peng | Mengshu Sun | Xiang Chen | Lei Liang | Zhiqiang Zhang | Jun Zhou | Huajun Chen | Ningyu Zhang |

Knowledge Mechanisms in Large Language Models: A Survey and Perspective F i n d i n g s - E M N L P

Mengru Wang | Yunzhi Yao | Ziwen Xu | Shuofei Qiao | Shumin Deng | Peng Wang | Xiang Chen | Jia-Chen Gu | Yong Jiang | Pengjun Xie | Fei Huang | Huajun Chen | Ningyu Zhang |

Editing Conceptual Knowledge for Large Language Models F i n d i n g s - E M N L P

Xiaohan Wang | Shengyu Mao | Shumin Deng | Yunzhi Yao | Yue Shen | Lei Liang | Jinjie Gu | Huajun Chen | Ningyu Zhang |

Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning F i n d i n g s - E M N L P

Qingbin Liu | Yin Kung | Yanchao Hao | Dianbo Sui | Siyuan Cheng | Xi Chen | Ningyu Zhang | Jiaoyan Chen |

Knowledge Rumination for Pre-trained Language Models EMNLP

Yunzhi Yao | Peng Wang | Shengyu Mao | Chuanqi Tan | Fei Huang | Huajun Chen | Ningyu Zhang |

Editing Large Language Models IJCNLP AACL

Ningyu Zhang | Yunzhi Yao | Shumin Deng |

evision PDF of 'Editing Large Language Models: Problems, Methods, and Opportunities EMNLP

Yunzhi Yao | Peng Wang | Bozhong Tian | Siyuan Cheng | Zhoubo Li | Shumin Deng | Huajun Chen | Ningyu Zhang |

Reasoning with Language Model Prompting: A Survey ACL

Shuofei Qiao | Yixin Ou | Ningyu Zhang | Xiang Chen | Yunzhi Yao | Shumin Deng | Chuanqi Tan | Fei Huang | Huajun Chen |

SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres ACL

Shumin Deng | Shengyu Mao | Ningyu Zhang | Bryan Hooi |

Class Lifelong Learning for Intent Detection via Structure Consolidation Networks F i n d i n g s - A C L

Qingbin Liu | Yanchao Hao | Xiaolong Liu | Bo Li | Dianbo Sui | Shizhu He | Kang Liu | Jun Zhao | Xi Chen | Ningyu Zhang | Jiaoyan Chen |

Schema-adaptable Knowledge Graph Construction F i n d i n g s - E M N L P

Hongbin Ye | Honghao Gui | Xin Xu | Xi Chen | Huajun Chen | Ningyu Zhang |

evision PDF of 'Can We Edit Multimodal Large Language Models? EMNLP

Siyuan Cheng | Bozhong Tian | Qingbin Liu | Xi Chen | Yongheng Wang | Huajun Chen | Ningyu Zhang |

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL

Ningyu Zhang | Mosha Chen | Zhen Bi | Xiaozhuan Liang | Lei Li | Xin Shang | Kangping Yin | Chuanqi Tan | Jian Xu | Fei Huang | Luo Si | Yuan Ni | Guotong Xie | Zhifang Sui | Baobao Chang | Hui Zong | Zheng Yuan | Linfeng Li | Jun Yan | Hongying Zan | Kunli Zhang | Buzhou Tang | Qingcai Chen |

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Findings NAACL

Xiang Chen | Ningyu Zhang | Lei Li | Yunzhi Yao | Shumin Deng | Chuanqi Tan | Fei Huang | Luo Si | Huajun Chen |

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING

Xiang Chen | Lei Li | Shumin Deng | Chuanqi Tan | Changliang Xu | Fei Huang | Luo Si | Huajun Chen | Ningyu Zhang |

Finding Influential Instances for Distantly Supervised Relation Extraction COLING

Zifeng Wang | Rui Wen | Xi Chen | Shao-Lun Huang | Ningyu Zhang | Yefeng Zheng |

Efficient and Robust Knowledge Graph Construction AACL IJCNLP

Ningyu Zhang | Tao Gui | Guoshun Nan |

Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study F i n d i n g s - E M N L P

Xin Xu | Xiang Chen | Ningyu Zhang | Xin Xie | Xi Chen | Huajun Chen |

Contrastive Demonstration Tuning for Pre-trained Language Models F i n d i n g s - E M N L P

Xiaozhuan Liang | Ningyu Zhang | Siyuan Cheng | Zhenru Zhang | Chuanqi Tan | Huajun Chen |

Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce F i n d i n g s - E M N L P

Yincen Qu | Ningyu Zhang | Hui Chen | Zelin Dai | Chengming Wang | Xiaoyu Wang | Qiang Chen | Huajun Chen |

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population EMNLP

Ningyu Zhang | Xin Xu | Liankuan Tao | Haiyang Yu | Hongbin Ye | Shuofei Qiao | Xin Xie | Xiang Chen | Zhoubo Li | Lei Li |

Generative Knowledge Graph Construction: A Review EMNLP

Hongbin Ye | Ningyu Zhang | Hui Chen | Huajun Chen |

Field Embedding: A Unified Grain-Based Framework for Word Representation NAACL

Junjie Luo | Xi Chen | Jichao Sun | Yuejia Xiang | Ningyu Zhang | Xiang Wan |

Noisy-Labeled NER with Confidence Estimation NAACL

Kun Liu | Yao Fu | Chuanqi Tan | Mosha Chen | Ningyu Zhang | Songfang Huang | Sheng Gao |

PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction ACL IJCNLP

Hengyi Zheng | Rui Wen | Xi Chen | Yifan Yang | Yunyan Zhang | Ziheng Zhang | Ningyu Zhang | Bin Qin | Xu Ming | Yefeng Zheng |

MLBiNet: A Cross-Sentence Collective Event Detection Network ACL IJCNLP

Dongfang Lou | Zhilin Liao | Shumin Deng | Ningyu Zhang | Huajun Chen |

ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning ACL IJCNLP SemEval

Xin Xie | Xiangnan Chen | Xiang Chen | Yong Wang | Ningyu Zhang | Shumin Deng | Huajun Chen |

OntoED: Low-resource Event Detection with Ontology Embedding ACL IJCNLP

Shumin Deng | Ningyu Zhang | Luoqiu Li | Chen Hui | Tou Huaixiao | Mosha Chen | Fei Huang | Huajun Chen |

Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification COLING

Juan Li | Ruoxu Wang | Ningyu Zhang | Wen Zhang | Fan Yang | Huajun Chen |

Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction COLING

Haiyang Yu | Ningyu Zhang | Shumin Deng | Hongbin Ye | Wei Zhang | Huajun Chen |

Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention EMNLP Findings

Ningyu Zhang | Shumin Deng | Juan Li | Xi Chen | Wei Zhang | Huajun Chen |

OpenUE: An Open Toolkit of Universal Extraction from Text EMNLP

Ningyu Zhang | Shumin Deng | Zhen Bi | Haiyang Yu | Jiacheng Yang | Mosha Chen | Fei Huang | Wei Zhang | Huajun Chen |

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks NAACL

Ningyu Zhang | Shumin Deng | Zhanlin Sun | Guanying Wang | Xi Chen | Wei Zhang | Huajun Chen |

Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction EMNLP

Ningyu Zhang | Shumin Deng | Zhanling Sun | Xi Chen | Wei Zhang | Huajun Chen |

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